Vier relative Bänder (Niedrig / Mittel / Hoch / Sehr hoch)
831 detaillierte Berufe in der BLS-Beschäftigungsprojektionstabelle. Der Wert wird je Code der National Employment Matrix (NEM) vergeben, daher erhalten Berufe mit demselben NEM-Code dasselbe Band
Index der Exposition gegenüber generativer KI, 0–1 wie veröffentlicht
ISCO-08-Berufsgattung — alle Berufe mit demselben Code erhalten diesen Wert
Von dieser Website berechnet, nicht von der IAO veröffentlicht: Von den 1.012 Berufen, die diese Website mit dem IAO-Datensatz verknüpft, erreichen oder übertreffen 7% diesen Wert.
Die Kategorie von BLS ist ein relativer Rang und kein absolutes Niveau, und sie ist keine eigene Messung: Sie fasst die Perzentilränge des Berufs aus mehreren veröffentlichten Studien in vier Bänder zusammen. Sie ist weder eine Beschäftigungs- oder Lohnprognose noch eine Einführungswahrscheinlichkeit und unterscheidet nicht zwischen Automatisierung und Augmentierung.
Write new programs or modify existing programs to meet customer requirements, using current programming languages and technologies.Details
15-1199
2.845331.4
2.840917.2
Provide feedback and recommendations to developers on software usability and functionality.Details
15-1199
0.49125.4
0.49793.0
Determine sources of web page or server problems, and take action to correct such problems.Details
15-1199
0.44044.9
0.36932.2
Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.Details
15-1199
0.37994.2
2.809017.0
Test programs or databases, correct errors, and make necessary modifications.Details
15-1141
0.29323.2
2.336414.2
Consult with multiple stakeholders to define requirements and implement online features.Details
15-1199
0.28483.1
0.08500.5
Search electronic sources, such as databases or repositories, or manual sources for information.Details
15-1199
0.21672.4
0.10390.6
Modify existing databases and database management systems or direct programmers and analysts to make changes.Details
15-1141
0.19902.2
0.14390.9
Develop transactional Web applications, using Web programming software and knowledge of programming languages, such as hypertext markup language (HTML) and extensible markup language (XML).Details
15-1199
0.18952.1
0.09370.6
Provide technical guidance or support for the development or troubleshooting of systems.Details
15-1199
0.18382.0
0.02020.1
Configure servers to meet functional specifications.Details
15-1199
0.15971.8
0.20981.3
Perform initial debugging procedures by reviewing configuration files, logs, or code pieces to determine breakdown source.Details
15-1199
0.15711.7
0.64863.9
Design databases to support business applications, ensuring system scalability, security, performance and reliability.Details
15-1199
0.15581.7
0.06930.4
Evaluate or recommend server hardware or software.Details
15-1199
0.14821.6
0.08660.5
Document software defects, using a bug tracking system, and report defects to software developers.Details
15-1199
0.14401.6
1.08016.5
Develop or implement procedures for ongoing web site revision.Details
15-1199
0.12191.3
0.13530.8
Develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.Details
15-1141
0.11231.2
0.09920.6
Determine supplementary virtual features, such as currency, item catalog, menu design, and audio direction.Details
15-1199
0.11011.2
0.11270.7
Develop application-specific software.Details
15-1199
0.10841.2
0.14040.9
Evaluate or recommend software for testing or bug tracking.Details
15-1199
0.09371.0
0.02890.2
Demonstrate database technical functionality, such as performance, security and reliability.Details
15-1199
0.08070.9
0.03420.2
Perform security analyses of developed or packaged software components.Details
15-1199
0.07590.8
1.06846.5
Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.Details
15-1199
0.07450.8
0.05350.3
Complete models and simulations, using manual or automated tools, to analyze or predict system performance under different operating conditions.Details
15-1199
0.07210.8
0.04970.3
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.Details
15-1199
0.07150.8
0.07470.5
Identify methods for interfacing Web application technologies with enterprise resource planning or other system software.Details
15-1199
0.07000.8
0.06670.4
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.Details
15-1199
0.06980.8
0.01890.1
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.Details
15-1199
0.06850.8
0.03070.2
Collect business intelligence data from available industry reports, public information, field reports, or purchased sources.Details
15-1199
0.06440.7
0.20631.2
Develop or document style guidelines for web site content.Details
15-1199
0.05410.6
0.02230.1
Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.Details
15-1199
0.05160.6
0.08910.5
Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs.Details
15-1199
0.04680.5
0.04030.2
Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders.Details
15-1199
0.04670.5
0.06490.4
Develop system engineering, software engineering, system integration, or distributed system architectures.Details
15-1199
0.04540.5
0.01140.1
Document and communicate database schemas, using accepted notations.Details
15-1199
0.04290.5
0.10270.6
Create content strategies for digital media.Details
15-1199
0.04270.5
0.01160.1
Develop standards and guidelines to guide the use and acquisition of software and to protect vulnerable information.Details
15-1141
0.03960.4
0.06750.4
Identify, standardize, and communicate levels of access and security.Details
15-1199
0.03770.4
0.04580.3
Develop data model describing data elements and how they are used, following procedures and using pen, template or computer software.Details
15-1141
0.03650.4
0.05490.3
Develop and document database architectures.Details
15-1199
0.03390.4
0.02620.2
Prepare project status reports by collecting, analyzing, and summarizing information and trends.Details
15-1199
0.03230.4
0.04190.3
Review procedures in database management system manuals for making changes to database.Details
15-1141
0.03230.4
0.02880.2
Develop data models for applications, metadata tables, views or related database structures.Details
15-1199
0.03190.4
0.02600.2
Develop or configure document management system features, such as user interfaces, access profiles, and document workflow procedures.Details
15-1199
0.03130.3
0.04120.2
Collaborate with web, multimedia, or art design staffs to create multimedia Web sites or other internet content that conforms to brand and company visual format.Details
15-1199
0.03110.3
0.02050.1
Analyze, interpret, or disseminate system performance data.Details
15-1199
0.02990.3
0.13100.8
Provide or coordinate troubleshooting support for data warehouses.Details
15-1199
0.02720.3
0.00760.0
Design or develop automated testing tools.Details
15-1199
0.02590.3
0.11930.7
Plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.Details
15-1141
0.02450.3
0.02800.2
Develop and implement data extraction procedures from other systems, such as administration, billing, or claims.Details
15-1199
0.02360.3
0.03380.2
Provide guidelines for implementing secure systems to customers or installation teams.Details
15-1199
0.02330.3
0.00580.0
Review or update web page content or links in a timely manner, using appropriate tools.Details
15-1199
0.02280.3
0.07700.5
Synthesize current business intelligence or trend data to support recommendations for action.Details
15-1199
0.02140.2
0.01070.1
Disseminate information regarding tools, reports, or metadata enhancements.Details
15-1199
0.02110.2
0.01050.1
Optimize shopping cart experience or Web site conversion rates against Key Performance Indicators (KPIs).Details
15-1199
0.01990.2
0.02380.1
Create, analyze, report, convert, or transfer data, using specialized applications program software.Details
15-1199
0.01940.2
0.13730.8
Analyze competitive market strategies through analysis of related product, market, or share trends.Details
15-1199
0.01920.2
0.00380.0
Perform ongoing hardware and software maintenance operations, including installing or upgrading hardware or software.Details
15-1199
0.01860.2
0.01760.1
Provide advice on project costs, design concepts, or design changes.Details
15-1199
0.01810.2
—0
Write and code logical and physical database descriptions and specify identifiers of database to management system or direct others in coding descriptions.Details
15-1141
0.01790.2
0.00830.1
Identify and analyze industry or geographic trends with business strategy implications.Details
15-1199
0.01730.2
0.00260.0
Design and implement warehouse database structures.Details
15-1199
0.01620.2
0.01370.1
Coordinate with developers to optimize Web site architecture, server configuration, or page construction for search engine consumption and optimal visibility.Details
15-1199
0.01490.2
0.01450.1
Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.Details
15-1199
0.01480.2
0.00480.0
Provide technical support to junior staff or clients.Details
15-1199
0.01480.2
0.00330.0
Monitor systems for intrusions or denial of service attacks, and report security breaches to appropriate personnel.Details
15-1199
0.01420.2
0.11440.7
Identify system data, hardware, or software components required to meet user needs.Details
15-1199
0.01420.2
0.00670.0
Prepare functional or technical documentation for data warehouses.Details
15-1199
0.01360.1
0.00260.0
Document technical functions and specifications for new or proposed content management systems.Details
15-1199
0.01330.1
0.00570.0
Execute or manage social media campaigns to inform search marketing tactics.Details
15-1199
0.01310.1
0.01190.1
Develop or update project plans for information technology projects including information such as project objectives, technologies, systems, information specifications, schedules, funding, and staffing.Details
15-1199
0.01300.1
0.00530.0
Implement web site security measures, such as firewalls or message encryption.Details
15-1199
0.01230.1
0.00440.0
Create visual representations of geospatial data using complex procedures, such as analytical modeling, three-dimensional renderings, or plot creation.Details
15-1199
0.01220.1
0.00350.0
Conduct market research analysis to identify search query trends, real-time search and news media activity, popular social media topics, electronic commerce trends, market opportunities, or competitor performance.Details
15-1199
0.01160.1
0.01350.1
Test system modifications to prepare for implementation.Details
15-1199
0.01140.1
0.24481.5
Provide training or technical assistance in web site implementation or use.Details
15-1199
0.01120.1
0.00210.0
Specify users and user access levels for each segment of database.Details
15-1141
0.01110.1
0.00620.0
Evaluate existing systems to determine effectiveness and suggest changes to meet organizational requirements.Details
15-1199
0.01040.1
0.00610.0
Map data between source systems, data warehouses, and data marts.Details
15-1199
0.01020.1
0.03490.2
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.Details
15-1141
0.01000.1
—0
Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.Details
15-1199
0.00990.1
0.01090.1
Analyze technology trends to identify markets for future product development or to improve sales of existing products.Details
15-1199
0.00990.1
—0
Optimize Web site exposure by analyzing search engine patterns to direct online placement of keywords or other content.Details
15-1199
0.00950.1
0.00720.0
Assist in the assessment, acquisition, or deployment of new electronic document management systems.Details
15-1199
0.00930.1
0.01600.1
Identify appropriate Key Performance Indicators (KPIs) and report key metrics from digital campaigns.Details
15-1199
0.00920.1
0.01570.1
Design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.Details
15-1199
0.00920.1
0.00660.0
Gather, analyze, or document user feedback to locate or resolve sources of problems.Details
15-1199
0.00890.1
0.03480.2
Administer document and system access rights and revision control to ensure security of system and integrity of master documents.Details
15-1199
0.00880.1
0.03410.2
Perform system analysis, data analysis or programming, using a variety of computer languages and procedures.Details
15-1199
0.00870.1
0.36762.2
Conduct online marketing initiatives, such as paid ad placement, affiliate programs, sponsorship programs, email promotions, or viral marketing campaigns on social media Web sites.Details
15-1199
0.00850.1
0.01320.1
Verify stability, interoperability, portability, security, or scalability of system architecture.Details
15-1199
0.00830.1
0.00490.0
Develop data warehouse process models, including sourcing, loading, transformation, and extraction.Details
15-1199
0.00820.1
0.00690.0
Plan and install upgrades of database management system software to enhance database performance.Details
15-1199
0.00820.1
0.00400.0
Provide technical support for existing reports, dashboards, or other tools.Details
15-1199
0.00810.1
0.01260.1
Monitor bug resolution efforts and track successes.Details
15-1199
0.00790.1
0.18241.1
Develop or maintain standards, such as organization, structure, or nomenclature, for the design of data warehouse elements, such as data architectures, models, tools, and databases.Details
15-1199
0.00790.1
0.00850.1
Improve search-related activities through ongoing analysis, experimentation, or optimization tests, using A/B or multivariate methods.Details
15-1199
0.00770.1
0.02140.1
Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.Details
15-1199
0.00770.1
0.00150.0
Develop implementation plans that include analyses such as cost-benefit or return on investment (ROI).Details
15-1199
0.00740.1
—0
Provide technical support for computer-based Geographic Information Systems (GIS) mapping software.Details
15-1199
0.00730.1
0.00250.0
Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.Details
15-1199
0.00720.1
0.00350.0
Communicate with staff or clients to understand specific system requirements.Details
15-1199
0.00710.1
—0
Maintain library of model documents, templates, or other reusable knowledge assets.Details
15-1199
0.00670.1
0.00860.1
Track, compile, and analyze web site usage data.Details
15-1199
0.00610.1
0.03350.2
Create and enforce database development standards.Details
15-1199
0.00610.1
0.00640.0
Document design specifications, installation instructions, and other system-related information.Details
15-1199
0.00590.1
0.00460.0
Purchase or negotiate placement of listings in local search engines, directories, or digital mapping technologies.Details
15-1199
0.00580.1
0.00330.0
Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.Details
15-1199
0.00560.1
—0
Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.Details
15-1199
0.00530.1
0.00320.0
Establish and calculate optimum values for database parameters, using manuals and calculator.Details
15-1141
0.00530.1
0.00210.0
Optimize digital assets, such as text, graphics, or multimedia assets, for search engine optimization (SEO) or for display and usability on internet-connected devices.Details
15-1199
0.00530.1
0.00170.0
Collaborate with engineers or software developers to select appropriate design solutions or ensure the compatibility of system components.Details
15-1199
0.00520.1
0.00190.0
Communicate with customers, competitors, suppliers, professional organizations, or others to stay abreast of industry or business trends.Details
15-1199
0.00520.1
0.00190.0
Collaborate with artists to achieve appropriate visual style.Details
15-1199
0.00510.1
0.00610.0
Develop or maintain archived procedures, procedural codes, or queries for applications.Details
15-1199
0.00500.1
0.01090.1
Collect and analyze Web metrics, such as visits, time on site, page views per visit, transaction volume and revenue, traffic mix, click-through rates, conversion rates, cost per acquisition, or cost per click.Details
15-1199
0.00500.1
0.01000.1
Update automated test scripts to ensure currency.Details
15-1199
0.00490.1
0.07690.5
Prepare support documentation and training materials for end users of document management systems.Details
15-1199
0.00440.0
—0
Recommend procedures or equipment or software upgrades to increase data accessibility or ease of use.Details
15-1199
0.00430.0
—0
Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.Details
15-1199
0.00370.0
—0
Confer with users to analyze, configure, or troubleshoot applications.Details
15-1199
0.00360.0
0.00580.0
Maintain or modify existing Geographic Information Systems (GIS) databases.Details
15-1199
0.00360.0
0.00580.0
Design, program, or model Geographic Information Systems (GIS) applications or procedures.Details
15-1199
0.00360.0
—0
Monitor or track project milestones and deliverables.Details
15-1199
0.00350.0
0.01860.1
Select cartographic elements needed for effective presentation of information.Details
15-1199
0.00350.0
—0
Assess current or future customer needs and priorities through communicating directly with customers, conducting surveys, or other methods.Details
15-1199
0.00340.0
0.00590.0
Define and analyze objectives, scope, issues, or organizational impact of information systems.Details
15-1199
0.00340.0
0.00190.0
Manage timely flow of business intelligence information to users.Details
15-1199
0.00300.0
0.00440.0
Identify, review, or select vendors or consultants to meet project needs.Details
15-1199
0.00280.0
0.00210.0
Create and manage documentation, production schedules, prototyping goals, and communication plans in collaboration with production staff.Details
15-1199
0.00280.0
—0
Direct or coordinate activities of project personnel.Details
15-1199
0.00270.0
0.01330.1
Analyze Geographic Information Systems (GIS) data to identify spatial relationships or display results of analyses, using maps, graphs, or tabular data.Details
15-1199
0.00260.0
0.01060.1
Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.Details
15-1199
0.00250.0
0.00170.0
Define product requirements, based on market research analysis, in collaboration with user interface design and engineering staff.Details
15-1199
0.00250.0
—0
Create or implement metadata processes and frameworks.Details
15-1199
0.00240.0
0.02360.1
Implement business rules via stored procedures, middleware, or other technologies.Details
15-1199
0.00220.0
0.02800.2
Conduct needs assessments to identify document management requirements of departments or end users.Details
15-1199
0.00220.0
0.00210.0
Develop or approve project plans, schedules, or budgets.Details
15-1199
0.00220.0
—0
Check and analyze operating system or application logfiles regularly to verify proper system performance.Details
15-1199
0.00210.0
0.03980.2
Select methods, techniques, or criteria for data warehousing evaluative procedures.Details
15-1199
0.00210.0
0.00210.0
Write, review, or execute plans for testing new or established document management systems.Details
15-1199
0.00190.0
0.00200.0
Prepare training materials for or make presentations to Geographic Information Systems (GIS) users.Details
15-1199
0.00190.0
—0
Coordinate sales or other promotional strategies with merchandising, operations, or inventory control staff to ensure product catalogs are current, accurate, and organized for best findability against user intent.Details
15-1199
0.00180.0
0.01330.1
Identify, evaluate, or procure hardware or software for implementing online marketing campaigns.Details
15-1199
0.00180.0
0.00270.0
Execute or manage banner, video, or other non-text link ad campaigns.Details
15-1199
0.00180.0
0.00250.0
Provide technical support during software installation or configuration.Details
15-1199
0.00180.0
0.00160.0
Collaborate with other marketing staff to integrate and complement marketing strategies across multiple sales channels.Details
15-1199
0.00180.0
—0
Confer with project personnel to identify and resolve problems.Details
15-1199
0.00170.0
0.00250.0
Participate in the development or implementation of online marketing strategy.Details
15-1199
0.00160.0
—0
Revise company definition of data as defined in data dictionary.Details
15-1141
0.00150.0
0.00450.0
Initiate, review, or approve modifications to project plans.Details
15-1199
0.00150.0
—0
Implement electronic document processing, retrieval, and distribution systems in collaboration with other information technology specialists.Details
—0
0.01440.1
Identify and classify documents or other electronic content according to characteristics such as security level, function, and metadata.Details
—0
0.00760.0
Investigate customer problems referred by technical support.Details
—0
0.00580.0
Maintain or update business intelligence tools, databases, dashboards, systems, or methods.Details
—0
0.00520.0
Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.Details
—0
0.00440.0
Manage project execution to ensure adherence to budget, schedule, and scope.Details
—0
0.00400.0
Identify or monitor current and potential customers, using business intelligence tools.Details
—0
0.00350.0
Combine secondary data sources with keyword research to more accurately profile and satisfy user intent.Details
—0
0.00260.0
Select and enter codes to monitor database performance and to create production database.Details
—0
0.00220.0
Monitor the performance of project team members, providing and documenting performance feedback.Details
—0
0.00220.0
Operate data capture technology to import digitized documents into document management system.Details
—0
0.00210.0
Consult with end users regarding problems in accessing electronic content.Details
—0
0.00190.0
Implement online customer service processes to ensure positive and consistent user experiences.Details
—0
0.00170.0
Execute and manage communications with digital journalists or bloggers.Details
—0
0.00170.0
Train users and answer questions.Details
—0
0.00160.0
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
Task
βE1 + 0.5 × E2
Provide technical support to junior staff or clients.Details
O*NET Task ID 16099
1.0
Set up database clusters, backup, or recovery processes.Details
O*NET Task ID 16100
1.0
Plan and install upgrades of database management system software to enhance database performance.Details
O*NET Task ID 16102
1.0
Identify and correct deviations from database development standards.Details
O*NET Task ID 16104
1.0
Document and communicate database schemas, using accepted notations.Details
O*NET Task ID 16105
1.0
Develop or maintain archived procedures, procedural codes, or queries for applications.Details
O*NET Task ID 16106
1.0
Develop load-balancing processes to eliminate down time for backup processes.Details
O*NET Task ID 16107
1.0
Develop data models for applications, metadata tables, views or related database structures.Details
O*NET Task ID 16108
1.0
Design databases to support business applications, ensuring system scalability, security, performance, and reliability.Details
O*NET Task ID 16109
1.0
Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.Details
O*NET Task ID 16110
1.0
Demonstrate database technical functionality, such as performance, security and reliability.Details
O*NET Task ID 16111
1.0
Create and enforce database development standards.Details
O*NET Task ID 16112
1.0
Develop and document database architectures.Details
O*NET Task ID 16115
1.0
Develop data model describing data elements and their use, following procedures and using pen, template or computer software.Details
O*NET Task ID 21652
1.0
Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.Details
O*NET Task ID 21653
1.0
Establish and calculate optimum values for database parameters, using manuals and calculator.Details
O*NET Task ID 21654
1.0
Test programs or databases, correct errors, and make necessary modifications.Details
O*NET Task ID 21657
1.0
Write and code logical and physical database descriptions, and specify identifiers of database to management system or direct others in coding descriptions.Details
O*NET Task ID 21660
1.0
Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.Details
O*NET Task ID 16101
0.5
Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.Details
O*NET Task ID 16113
0.5
Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.Details
O*NET Task ID 16114
0.5
Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.Details
O*NET Task ID 21655
0.5
Review project requests describing database user needs to estimate time and cost required to accomplish project.Details
O*NET Task ID 21656
0.5
Train users and answer questions.Details
O*NET Task ID 21658
0.5
Work as part of a project team to coordinate database development and determine project scope and limitations.Details
O*NET Task ID 21659
0.5
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Berufsinformationen
ILO-Berufsbeschreibung
Database Designers and Administrators
Datenbankentwickler und -administratoren
Quelle:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
(c) conducting research and providing advice on the selection, application and implementation of database management tools;
(d) developing and implementing data administration policy, documentation, standards and models;
(e) developing policies and procedures for database access and usage and for the backup and recovery of data;
(f) performing the operational establishment and preventive maintenance of backups, recovery procedures, and enforcing security and integrity controls.
Data-Warehouse-Entwickler sind für die Planung, den Anschluss, die Gestaltung, die Planung und den Einsatz von Data-Warehouse-Systemen zuständig. Sie entwickeln, überwachen und pflegen die ETL-Prozesse, die Berichtsanwendungen und das Data-Warehouse-Design.
Experte für Datenintegration/Expertin für DatenintegrationESCO 2521.4
Experten für Datenintegration führen die Integration verschiedener Datenbanken durch. Sie pflegen die Integration und gewährleisten Interoperabilität.
Datenbankadministrator testen, implementieren und verwalten Computerdatenbanken. Sie nutzen ihr Fachwissen über Datenbankmanagementsysteme, um Sicherheitsmaßnahmen zum Schutz der Datenbanken zu planen, zu koordinieren und umzusetzen. Außerdem passen sie Datenbanken mithilfe von Skripten und Konfigurationsdateien an die Bedürfnisse der Nutzer an.
Datenbankdesigner/DatenbankdesignerinESCO 2521.2
Datenbankdesigner spezifizieren die logische Struktur, die Prozesse und die Informationsflüsse einer Datenbank. Sie entwerfen Datenmodelle und Datenbanken, damit Daten erfasst werden können.
Datenbankentwickler programmieren, implementieren und koordinieren Computerdatenbanken auf der Grundlage ihres Fachwissens über Datenbankmanagementsysteme.
Quelle:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.
The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.
Projected change: +9.4%
Median wage: $140K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K